Johan Suykens
Johan Suykens
Professor, KU Leuven
Verifierad e-postadress på esat.kuleuven.be - Startsida
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Least squares support vector machine classifiers
JAK Suykens, J Vandewalle
Neural Processing Letters 9 (3), 293-300, 1999
109871999
Least squares support vector machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, J Vandewalle
World Scientific, 2002
56382002
Least Squares Support Vector Machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, J Vandewalle
World Scientific, 2002
56372002
Least Squares Support Vector Machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, J Vandewalle
World Scientific, 2002
56372002
Weighted least squares support vector machines: robustness and sparse approximation
JAK Suykens, J De Brabanter, L Lukas, J Vandewalle
Neurocomputing 48 (1-4), 85-105, 2002
16142002
Benchmarking state-of-the-art classification algorithms for credit scoring
B Baesens, T Van Gestel, S Viaene, M Stepanova, JAK Suykens, ...
Journal of the Operational Research Society 54 (6), 627-635, 2003
10402003
Benchmarking least squares support vector machine classifiers
T Van Gestel, JAK Suykens, B Baesens, S Viaene, J Vanthienen, ...
Machine learning 54 (1), 5-32, 2004
8472004
Financial time series prediction using least squares support vector machines within the evidence framework
T Van Gestel, JAK Suykens, DE Baestaens, A Lambrechts, G Lanckriet, ...
IEEE Transactions on Neural Networks 12 (4), 809-821, 2001
7072001
Optimal control by least squares support vector machines
JAK Suykens, J Vandewalle, B De Moor
Neural networks 14 (1), 23-35, 2001
6932001
Artificial neural networks for modelling and control of non-linear systems
JAK Suykens, JPL Vandewalle, BL de Moor
Springer Science & Business Media, 1995
6281995
Recurrent least squares support vector machines
JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2000
5402000
Nonlinear modelling and support vector machines
JAK Suykens
Proceedings of the 18th IEEE Instrumentation and Measurement Technology …, 2001
4902001
Sparse approximation using least squares support vector machines
JAK Suykens, L Lukas, J Vandewalle
2000 IEEE International Symposium on Circuits and Systems (ISCAS) 2, 757-760, 2000
4892000
Sparse approximation using least squares support vector machines
JAK Suykens, L Lukas, J Vandewalle
Proceedings IEEE International Symposium on Circuits and Systems (ISCAS 2000 …, 2000
4892000
Generation of n-double scrolls (n= 1, 2, 3, 4,…)
JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 1993
4191993
LS-SVMlab: a matlab/c toolbox for least squares support vector machines
K Pelckmans, JAK Suykens, T Van Gestel, J De Brabanter, L Lukas, ...
Internal Report 02-44, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2002, 2002
4012002
Bayesian framework for least squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis
T Van Gestel, JAK Suykens, G Lanckriet, A Lambrechts, B De Moor, ...
Neural Computation 14 (5), 1115-1147, 2002
3712002
True random bit generation from a double-scroll attractor
ME Yalcin, JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2004
3422004
Coupled simulated annealing
S Xavier-de-Souza, JAK Suykens, J Vandewalle, D Bollé
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 40 …, 2010
3322010
Families of scroll grid attractors
ME Yalcin, JAK Suykens, J Vandewalle, S Ozoguz
International Journal of Bifurcation and Chaos 12 (1), 23-42, 2002
3282002
Systemet kan inte utföra åtgärden just nu. Försök igen senare.
Artiklar 1–20